YoVDO

Bootstrap Confidence Intervals

Offered By: Professor Knudson via YouTube

Tags

Statistics & Probability Courses Data Analysis Courses Confidence Intervals Courses

Course Description

Overview

Learn about bootstrap confidence intervals in this 30-minute lecture covering the rationale behind bootstrapping, its application to single mean estimation, general bootstrapping steps, confidence intervals for differences between two means and regression coefficients, and key characteristics of bootstrap distributions.

Syllabus

1. Why Bootstrap?.
2. Bootstrap for One Mean.
3. General Steps to Bootstrap.
4. Bootstrap Confidence Intervals for a Difference in Two Means.
5. Bootstrap Confidence Intervals for Regression Coefficients.
6. Characteristics of the Bootstrap Distribution.


Taught by

Professor Knudson

Related Courses

Social Network Analysis
University of Michigan via Coursera Intro to Algorithms
Udacity Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Health in Numbers: Quantitative Methods in Clinical & Public Health Research
Harvard University via edX